Christian J. Steinmetz

29 papers Misc 3Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Differentiable Black-box and Gray-box Modeling of Nonlinear Audio Effects.
CoRR
Marco Comunità, Christian J. Steinmetz, Joshua D. Reiss
2025 J jnl
NablAFx: A Framework for Differentiable Black-box and Gray-box Modeling of Audio Effects.
CoRR
Marco Comunità, Christian J. Steinmetz, Joshua D. Reiss
2024 J jnl
ATGNN: Audio Tagging Graph Neural Network.
IEEE Signal Process. Lett.
Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell
2024 — conf
Diff-MST: Differentiable Mixing Style Transfer.
ISMIR
Soumya Sai Vanka, Christian J. Steinmetz, Jean-Baptiste Rolland, Joshua D. Reiss, George Fazekas
2024 J jnl
Diff-MST: Differentiable Mixing Style Transfer.
CoRR
Soumya Sai Vanka, Christian J. Steinmetz, Jean-Baptiste Rolland, Joshua D. Reiss, George Fazekas
2024 J jnl
Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models.
CoRR
Hanzhi Yin, Gang Cheng, Christian J. Steinmetz, Ruibin Yuan, Richard M. Stern, Roger B. Dannenberg
2024 — conf
ST-ITO: Controlling Audio Effects for Style Transfer With Inference-Time Optimization.
ISMIR
Christian J. Steinmetz, Shubhr Singh, Marco Comunità, Ilias Ibnyahya, Shanxin Yuan, Emmanouil Benetos, Joshua D. Reiss
2024 J jnl
ST-ITO: Controlling Audio Effects for Style Transfer with Inference-Time Optimization.
CoRR
Christian J. Steinmetz, Shubhr Singh, Marco Comunità, Ilias Ibnyahya, Shanxin Yuan, Emmanouil Benetos, Joshua D. Reiss
2023 J jnl
ATGNN: Audio Tagging Graph Neural Network.
CoRR
Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell
2023 — conf
General Purpose Audio Effect Removal.
WASPAA
Matthew Rice, Christian J. Steinmetz, George Fazekas, Joshua D. Reiss
2023 J jnl
General Purpose Audio Effect Removal.
CoRR
Matthew Rice, Christian J. Steinmetz, George Fazekas, Joshua D. Reiss
2023 J jnl
High-Fidelity Noise Reduction with Differentiable Signal Processing.
CoRR
Christian J. Steinmetz, Thomas Walther, Joshua D. Reiss
2023 J jnl
Leveraging Neural Representations for Audio Manipulation.
CoRR
Scott H. Hawley, Christian J. Steinmetz
2023 Misc conf
Modelling Black-Box Audio Effects with Time-Varying Feature Modulation.
ICASSP
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss
2023 J jnl
Modulation Extraction for LFO-driven Audio Effects.
CoRR
Christopher Mitcheltree, Christian J. Steinmetz, Marco Comunità, Joshua D. Reiss
2022 Misc conf
Direct Design of Biquad Filter Cascades with Deep Learning by Sampling Random Polynomials.
ICASSP
Joseph T. Colonel, Christian J. Steinmetz, Marcus Michelen, Joshua D. Reiss
2022 J jnl
HEAR 2021: Holistic Evaluation of Audio Representations.
CoRR
Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
2022 J jnl
Modelling black-box audio effects with time-varying feature modulation.
CoRR
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss
2022 J jnl
Style Transfer of Audio Effects with Differentiable Signal Processing.
CoRR
Christian J. Steinmetz, Nicholas J. Bryan, Joshua D. Reiss
2021 Misc conf
Automatic Multitrack Mixing With A Differentiable Mixing Console Of Neural Audio Effects.
ICASSP
Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà
2021 J jnl
Direct design of biquad filter cascades with deep learning by sampling random polynomials.
CoRR
Joseph T. Colonel, Christian J. Steinmetz, Marcus Michelen, Joshua D. Reiss
2021 J jnl
Efficient Neural Networks for Real-time Analog Audio Effect Modeling.
CoRR
Christian J. Steinmetz, Joshua D. Reiss
2021 J jnl
Filtered Noise Shaping for Time Domain Room Impulse Response Estimation From Reverberant Speech.
CoRR
Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia
2021 — conf
Filtered Noise Shaping for Time Domain Room Impulse Response Estimation from Reverberant Speech.
WASPAA
Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia
2021 — conf
HEAR: Holistic Evaluation of Audio Representations.
NeurIPS (Competition and Demos)
Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
2021 J jnl
Steerable discovery of neural audio effects.
CoRR
Christian J. Steinmetz, Joshua D. Reiss
2021 J jnl
WaveBeat: End-to-end beat and downbeat tracking in the time domain.
CoRR
Christian J. Steinmetz, Joshua D. Reiss
2020 J jnl
Automatic multitrack mixing with a differentiable mixing console of neural audio effects.
CoRR
Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà
2020 J jnl
Randomized Overdrive Neural Networks.
CoRR
Christian J. Steinmetz, Joshua D. Reiss